🚀 First Release: Governance-First Infrastructure for Agentic AI
66% of organizations are experimenting with agentic AI, but only 11% have agents in production. Gartner predicts 40% of these projects will be CANCELED by end of 2027.
Why? Missing governance. Security and compliance treated as afterthoughts.
This toolkit gives you production-grade governance from day one.
- Declarative YAML policies that prompt injection cannot bypass
- Wildcard pattern matching (
read:*,delete:*) - Fail-secure by default (deny unless explicitly allowed)
- Hot-reloadable without restarting agents
- Cryptographic agent identities (RSA keypairs)
- Trust scoring based on behavior (0-100)
- Zero-trust continuous verification
- Auto-revocation when trust drops to zero
- Immutable append-only logs with cryptographic chain validation
- SOC2/GDPR/HIPAA compliance-ready
- 7-year retention by default
- Query API for compliance reporting
- Clear escalation paths for sensitive operations
- Human-in-the-loop workflows
- Agents know what they CAN'T do
- Tracking and resolution of escalated decisions
npm install agent-production-kitconst ProductionAgent = require('agent-production-kit');
const agent = new ProductionAgent('customer-service-agent', {
policyPath: './policies',
auditPath: './logs/audit',
identityPath: './identities'
});
const result = await agent.execute('read:customer_data', {
customerId: 12345
}, async (context) => {
return await fetchCustomerData(context.customerId);
});Define your policy in policies/customer-service-agent.yaml:
agent: customer-service-agent
permissions:
allow:
- read:customer_data
- update:ticket_status
deny:
- delete:*
- update:payment_info
escalate:
- refund_requests
- account_deletionThat's it. Your agent now has enterprise-grade governance.
- ~8ms overhead per governed action
- 10,000+ actions/second throughput
- Async audit logging (non-blocking)
- Linear scaling with multiple agents
✅ SOC2 - Access controls, audit trails, change management
✅ GDPR - Data minimization, access logging, right to erasure
✅ HIPAA - Access controls, audit controls, integrity validation
Phase 2 (Next 4 weeks):
- Conditional escalation rules (
amount > $500) - Real-time policy violation alerts
- Compliance report templates
- Web UI for policy management
Phase 3 (8-12 weeks):
- Enterprise SSO integration
- Multi-agent orchestration policies
- ML-enhanced trust scoring
- Partner certification program
- Enterprise teams stuck in prototype purgatory
- Startups building compliance-first from day one
- DevOps/Platform teams deploying agent infrastructure
- Security teams needing governance without slowing velocity
npm install agent-production-kitRequires: Node.js 14.0.0 or higher
- README: https://github.com/reflectt/agent-production-kit#readme
- Quick Start: docs/QUICKSTART.md
- Architecture: docs/ARCHITECTURE.md
- OpenClaw Integration: docs/OPENCLAW-INTEGRATION.md
- Deployment Checklist: docs/DEPLOYMENT-CHECKLIST.md
See examples/ directory:
basic-usage.js- Simple agent with governanceescalation-workflow.js- Human-in-the-loop approvalscompliance-report.js- Generate audit reportsmulti-agent.js- Multiple agents with different policies
- GitHub Issues: https://github.com/reflectt/agent-production-kit/issues
- Discord: https://discord.gg/openclaw
- Email: support@reflectt.ai
MIT License - see LICENSE file
Built by Reflectt | Helping teams bridge the 66-to-11 gap and survive the 2027 cancellation wave.